The development of the Internet of Things (IoT), adding cloud connectivity needs to be as easy as printing “Hello World!” out on a serial terminal. The trick to accomplishing this is to leverage existing solutions.

To help designers get moving more quickly, this article briefly reviews the objectives and capabilities of ML, the ML development cycle, and the architecture of a basic fully connected neural network and a convolutional neural network (CNN).

Whenever a lighting application, such as street lighting for example, requires an elevated number of LEDs, there are basically two solutions: connect all the diodes in series or place several strings in parallel.

By adding air quality sensors to smart building systems, engineers can implement early warning of the buildup of hazardous gasses and chemicals, but commercial air quality sensors lack the integrated capabilities required to join a smart building network.